대기질 데이터 분석 리포트

Dataset statistics

Number of variables	10
Number of observations	5000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	390.8 KiB
Average record size in memory	80.0 B

Variable types

Numeric	9
Categorical	1

Alerts

`Air Quality` is highly overall correlated with `CO` and 4 other fields	High correlation
`CO` is highly overall correlated with `Air Quality` and 7 other fields	High correlation
`Humidity` is highly overall correlated with `CO`	High correlation
`NO2` is highly overall correlated with `Air Quality` and 4 other fields	High correlation
`PM10` is highly overall correlated with `CO` and 2 other fields	High correlation
`PM2.5` is highly overall correlated with `PM10`	High correlation
`Population_Density` is highly overall correlated with `CO` and 1 other fields	High correlation
`Proximity_to_Industrial_Areas` is highly overall correlated with `Air Quality` and 6 other fields	High correlation
`SO2` is highly overall correlated with `Air Quality` and 4 other fields	High correlation
`Temperature` is highly overall correlated with `Air Quality` and 4 other fields	High correlation

Reproduction

Analysis started	2025-01-02 08:17:31.312099
Analysis finished	2025-01-02 08:18:01.471814
Duration	30.16 seconds
Software version	ydata-profiling vv4.12.1
Download configuration	config.json

Temperature
Real number (ℝ)

High correlation

Distinct	362
Distinct (%)	7.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.02902

Minimum	13.4
Maximum	58.6
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	13.4
5-th percentile	21
Q1	25.1
median	29
Q3	34
95-th percentile	42.6
Maximum	58.6
Range	45.2
Interquartile range (IQR)	8.9

Descriptive statistics

Standard deviation	6.7206614
Coefficient of variation (CV)	0.22380555
Kurtosis	0.51316206
Mean	30.02902
Median Absolute Deviation (MAD)	4.4
Skewness	0.75218681
Sum	150145.1
Variance	45.167289
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
26.8	45	0.9%
26.7	43	0.9%
29.4	42	0.8%
26.3	41	0.8%
27.4	41	0.8%
23.6	41	0.8%
24.6	38	0.8%
32.2	38	0.8%
27.8	37	0.7%
26.2	36	0.7%
Other values (352)	4598	92.0%

Value	Count	Frequency (%)
13.4	1	< 0.1%
14.1	1	< 0.1%
14.4	1	< 0.1%
15.3	1	< 0.1%
15.4	1	< 0.1%
15.5	1	< 0.1%
16	1	< 0.1%
16.1	1	< 0.1%
16.4	2	< 0.1%
16.5	1	< 0.1%

Value	Count	Frequency (%)
58.6	1	< 0.1%
57.8	1	< 0.1%
57.7	1	< 0.1%
57.2	1	< 0.1%
56.5	1	< 0.1%
56	2	< 0.1%
55.9	1	< 0.1%
55.7	1	< 0.1%
55	1	< 0.1%
54.7	1	< 0.1%

Humidity
Real number (ℝ)

High correlation

Distinct	723
Distinct (%)	14.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	70.05612

Minimum	36
Maximum	128.1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	36
5-th percentile	45.1
Q1	58.3
median	69.8
Q3	80.3
95-th percentile	97.905
Maximum	128.1
Range	92.1
Interquartile range (IQR)	22

Descriptive statistics

Standard deviation	15.863577
Coefficient of variation (CV)	0.22644098
Kurtosis	-0.29031593
Mean	70.05612
Median Absolute Deviation (MAD)	10.9
Skewness	0.28052793
Sum	350280.6
Variance	251.65307
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
73	20	0.4%
72.5	18	0.4%
67.6	18	0.4%
64.4	18	0.4%
64.6	18	0.4%
60.1	18	0.4%
67.9	17	0.3%
72.7	17	0.3%
65.8	17	0.3%
75.6	17	0.3%
Other values (713)	4822	96.4%

Value	Count	Frequency (%)
36	1	< 0.1%
36.1	1	< 0.1%
36.3	1	< 0.1%
36.9	1	< 0.1%
38.2	2	< 0.1%
38.3	3	0.1%
38.4	1	< 0.1%
38.5	1	< 0.1%
38.6	2	< 0.1%
38.7	1	< 0.1%

Value	Count	Frequency (%)
128.1	1	< 0.1%
124.7	1	< 0.1%
123	1	< 0.1%
122.3	1	< 0.1%
120.7	1	< 0.1%
120.5	2	< 0.1%
119.4	1	< 0.1%
117.3	1	< 0.1%
116.9	2	< 0.1%
116.3	1	< 0.1%

PM2.5
Real number (ℝ)

High correlation

Distinct	815
Distinct (%)	16.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	20.14214

Minimum	0
Maximum	295
Zeros	20
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0
5-th percentile	0.8
Q1	4.6
median	12
Q3	26.1
95-th percentile	68.4
Maximum	295
Range	295
Interquartile range (IQR)	21.5

Descriptive statistics

Standard deviation	24.554546
Coefficient of variation (CV)	1.2190634
Kurtosis	13.033781
Mean	20.14214
Median Absolute Deviation (MAD)	8.8
Skewness	2.89091
Sum	100710.7
Variance	602.92572
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.5	38	0.8%
1.1	37	0.7%
2	36	0.7%
0.7	35	0.7%
0.4	33	0.7%
2.3	32	0.6%
0.3	32	0.6%
2.8	32	0.6%
1	31	0.6%
2.5	31	0.6%
Other values (805)	4663	93.3%

Value	Count	Frequency (%)
0	20	0.4%
0.1	30	0.6%
0.2	26	0.5%
0.3	32	0.6%
0.4	33	0.7%
0.5	24	0.5%
0.6	27	0.5%
0.7	35	0.7%
0.8	29	0.6%
0.9	25	0.5%

Value	Count	Frequency (%)
295	1	< 0.1%
240.1	1	< 0.1%
216.9	1	< 0.1%
204	1	< 0.1%
193.1	1	< 0.1%
186.7	1	< 0.1%
173.9	1	< 0.1%
173.2	1	< 0.1%
169.2	1	< 0.1%
168.6	2	< 0.1%

PM10
Real number (ℝ)

High correlation

Distinct	955
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	30.21836

Minimum	-0.2
Maximum	315.8
Zeros	1
Zeros (%)	< 0.1%
Negative	1
Negative (%)	< 0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-0.2
5-th percentile	5.8
Q1	12.3
median	21.7
Q3	38.1
95-th percentile	84.705
Maximum	315.8
Range	316
Interquartile range (IQR)	25.8

Descriptive statistics

Standard deviation	27.349199
Coefficient of variation (CV)	0.9050524
Kurtosis	10.273039
Mean	30.21836
Median Absolute Deviation (MAD)	11.2
Skewness	2.5348148
Sum	151091.8
Variance	747.97871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.1	28	0.6%
16.3	26	0.5%
10.9	25	0.5%
14.1	24	0.5%
18.9	24	0.5%
8.4	24	0.5%
8.8	23	0.5%
8	22	0.4%
15.5	22	0.4%
14.9	22	0.4%
Other values (945)	4760	95.2%

Value	Count	Frequency (%)
-0.2	1	< 0.1%
0	1	< 0.1%
0.1	1	< 0.1%
0.2	1	< 0.1%
1	1	< 0.1%
1.3	1	< 0.1%
1.5	2	< 0.1%
1.7	1	< 0.1%
1.9	4	0.1%
2	2	< 0.1%

Value	Count	Frequency (%)
315.8	1	< 0.1%
261.5	1	< 0.1%
240	1	< 0.1%
221.6	1	< 0.1%
212.6	1	< 0.1%
209.8	1	< 0.1%
194.7	1	< 0.1%
190.7	1	< 0.1%
190	1	< 0.1%
188.2	1	< 0.1%

NO2
Real number (ℝ)

High correlation

Distinct	445
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26.4121

Minimum	7.4
Maximum	64.9
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	7.4
5-th percentile	13.595
Q1	20.1
median	25.3
Q3	31.9
95-th percentile	43.1
Maximum	64.9
Range	57.5
Interquartile range (IQR)	11.8

Descriptive statistics

Standard deviation	8.8953564
Coefficient of variation (CV)	0.33679095
Kurtosis	0.24846135
Mean	26.4121
Median Absolute Deviation (MAD)	5.8
Skewness	0.63878267
Sum	132060.5
Variance	79.127365
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
24.2	38	0.8%
25.3	34	0.7%
26.6	33	0.7%
23.1	31	0.6%
23	31	0.6%
23.5	31	0.6%
25.4	30	0.6%
20.9	30	0.6%
23.4	29	0.6%
22.9	29	0.6%
Other values (435)	4684	93.7%

Value	Count	Frequency (%)
7.4	1	< 0.1%
8.5	1	< 0.1%
9.1	1	< 0.1%
9.2	1	< 0.1%
9.3	1	< 0.1%
9.9	2	< 0.1%
10	3	0.1%
10.1	2	< 0.1%
10.2	2	< 0.1%
10.3	2	< 0.1%

Value	Count	Frequency (%)
64.9	1	< 0.1%
62.1	1	< 0.1%
59.3	2	< 0.1%
57.3	1	< 0.1%
56.8	1	< 0.1%
56.6	1	< 0.1%
56.4	1	< 0.1%
56.1	1	< 0.1%
56	1	< 0.1%
55.8	1	< 0.1%

SO2
Real number (ℝ)

High correlation

Distinct	348
Distinct (%)	7.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	10.01482

Minimum	-6.2
Maximum	44.9
Zeros	5
Zeros (%)	0.1%
Negative	30
Negative (%)	0.6%
Memory size	39.2 KiB

Quantile statistics

Minimum	-6.2
5-th percentile	2.3
Q1	5.1
median	8
Q3	13.725
95-th percentile	23.6
Maximum	44.9
Range	51.1
Interquartile range (IQR)	8.625

Descriptive statistics

Standard deviation	6.7503034
Coefficient of variation (CV)	0.67403142
Kurtosis	1.3292471
Mean	10.01482
Median Absolute Deviation (MAD)	3.7
Skewness	1.1667723
Sum	50074.1
Variance	45.566596
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.7	61	1.2%
5.9	57	1.1%
4.5	55	1.1%
4.9	54	1.1%
5.3	53	1.1%
6.3	53	1.1%
5	52	1.0%
6.4	49	1.0%
4.6	48	1.0%
5.1	48	1.0%
Other values (338)	4470	89.4%

Value	Count	Frequency (%)
-6.2	1	< 0.1%
-4.1	1	< 0.1%
-3.4	1	< 0.1%
-2.8	1	< 0.1%
-1.9	1	< 0.1%
-1.7	1	< 0.1%
-1.4	1	< 0.1%
-1.2	1	< 0.1%
-0.6	2	< 0.1%
-0.5	2	< 0.1%

Value	Count	Frequency (%)
44.9	1	< 0.1%
42.3	1	< 0.1%
40.7	1	< 0.1%
40.5	1	< 0.1%
39.6	1	< 0.1%
38.7	1	< 0.1%
37.6	2	< 0.1%
36.8	2	< 0.1%
36.5	1	< 0.1%
36.2	1	< 0.1%

CO
Real number (ℝ)

High correlation

Distinct	265
Distinct (%)	5.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.500354

Minimum	0.65
Maximum	3.72
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	0.65
5-th percentile	0.88
Q1	1.03
median	1.41
Q3	1.84
95-th percentile	2.53
Maximum	3.72
Range	3.07
Interquartile range (IQR)	0.81

Descriptive statistics

Standard deviation	0.54602667
Coefficient of variation (CV)	0.36393189
Kurtosis	0.20965338
Mean	1.500354
Median Absolute Deviation (MAD)	0.39
Skewness	0.8790677
Sum	7501.77
Variance	0.29814512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.98	88	1.8%
0.99	88	1.8%
1.02	87	1.7%
1.03	85	1.7%
1.01	84	1.7%
1.04	80	1.6%
0.94	73	1.5%
0.97	73	1.5%
0.92	70	1.4%
1	70	1.4%
Other values (255)	4202	84.0%

Value	Count	Frequency (%)
0.65	1	< 0.1%
0.68	1	< 0.1%
0.69	1	< 0.1%
0.72	4	0.1%
0.73	4	0.1%
0.74	4	0.1%
0.75	2	< 0.1%
0.76	9	0.2%
0.77	9	0.2%
0.78	10	0.2%

Value	Count	Frequency (%)
3.72	1	< 0.1%
3.67	1	< 0.1%
3.65	1	< 0.1%
3.61	1	< 0.1%
3.54	1	< 0.1%
3.48	2	< 0.1%
3.4	1	< 0.1%
3.37	2	< 0.1%
3.36	3	0.1%
3.35	2	< 0.1%

Proximity_to_Industrial_Areas
Real number (ℝ)

High correlation

Distinct	179
Distinct (%)	3.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.4254

Minimum	2.5
Maximum	25.8
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	2.5
5-th percentile	3.5
Q1	5.4
median	7.9
Q3	11.1
95-th percentile	14.4
Maximum	25.8
Range	23.3
Interquartile range (IQR)	5.7

Descriptive statistics

Standard deviation	3.6109437
Coefficient of variation (CV)	0.42857831
Kurtosis	-0.23374824
Mean	8.4254
Median Absolute Deviation (MAD)	2.8
Skewness	0.46975156
Sum	42127
Variance	13.038915
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
5.1	112	2.2%
10.2	112	2.2%
10.3	107	2.1%
10.1	105	2.1%
5.2	99	2.0%
5.4	97	1.9%
10.4	96	1.9%
5.6	90	1.8%
10.5	88	1.8%
11.1	86	1.7%
Other values (169)	4008	80.2%

Value	Count	Frequency (%)
2.5	14	0.3%
2.6	28	0.6%
2.7	24	0.5%
2.8	26	0.5%
2.9	16	0.3%
3	21	0.4%
3.1	12	0.2%
3.2	19	0.4%
3.3	23	0.5%
3.4	58	1.2%

Value	Count	Frequency (%)
25.8	1	< 0.1%
25.2	1	< 0.1%
24.8	1	< 0.1%
23.4	1	< 0.1%
21.8	1	< 0.1%
21.7	1	< 0.1%
21.6	1	< 0.1%
21.5	1	< 0.1%
20.8	1	< 0.1%
20	3	0.1%

Population_Density
Real number (ℝ)

High correlation

Distinct	683
Distinct (%)	13.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	497.4238

Minimum	188
Maximum	957
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	188
5-th percentile	249
Q1	381
median	494
Q3	600
95-th percentile	765
Maximum	957
Range	769
Interquartile range (IQR)	219

Descriptive statistics

Standard deviation	152.75408
Coefficient of variation (CV)	0.30709042
Kurtosis	-0.47380952
Mean	497.4238
Median Absolute Deviation (MAD)	109.5
Skewness	0.20423108
Sum	2487119
Variance	23333.81
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
494	24	0.5%
454	23	0.5%
543	22	0.4%
471	20	0.4%
501	20	0.4%
538	20	0.4%
511	19	0.4%
438	19	0.4%
506	19	0.4%
485	19	0.4%
Other values (673)	4795	95.9%

Value	Count	Frequency (%)
188	1	< 0.1%
189	3	0.1%
191	1	< 0.1%
193	2	< 0.1%
194	2	< 0.1%
196	3	0.1%
197	1	< 0.1%
198	2	< 0.1%
199	3	0.1%
200	4	0.1%

Value	Count	Frequency (%)
957	1	< 0.1%
951	1	< 0.1%
939	1	< 0.1%
937	1	< 0.1%
934	2	< 0.1%
933	1	< 0.1%
927	2	< 0.1%
924	1	< 0.1%
923	1	< 0.1%
914	1	< 0.1%

Air Quality
Categorical

High correlation

Distinct	4
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

Good	2000
Moderate	1500
Poor	1000
Hazardous	500

Length

Max length	9
Median length	4
Mean length	5.7
Min length	4

Characters and Unicode

Total characters	28500
Distinct characters	13
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Moderate
2nd row	Moderate
3rd row	Moderate
4th row	Good
5th row	Good

Common Values

Value	Count	Frequency (%)
Good	2000	40.0%
Moderate	1500	30.0%
Poor	1000	20.0%
Hazardous	500	10.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
good	2000	40.0%
moderate	1500	30.0%
poor	1000	20.0%
hazardous	500	10.0%

Most occurring characters

Value	Count	Frequency (%)
o	8000	28.1%
d	4000	14.0%
e	3000	10.5%
r	3000	10.5%
a	2500	8.8%
G	2000	7.0%
M	1500	5.3%
t	1500	5.3%
P	1000	3.5%
H	500	1.8%
Other values (3)	1500	5.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	28500	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	8000	28.1%
d	4000	14.0%
e	3000	10.5%
r	3000	10.5%
a	2500	8.8%
G	2000	7.0%
M	1500	5.3%
t	1500	5.3%
P	1000	3.5%
H	500	1.8%
Other values (3)	1500	5.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	28500	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	8000	28.1%
d	4000	14.0%
e	3000	10.5%
r	3000	10.5%
a	2500	8.8%
G	2000	7.0%
M	1500	5.3%
t	1500	5.3%
P	1000	3.5%
H	500	1.8%
Other values (3)	1500	5.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	28500	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	8000	28.1%
d	4000	14.0%
e	3000	10.5%
r	3000	10.5%
a	2500	8.8%
G	2000	7.0%
M	1500	5.3%
t	1500	5.3%
P	1000	3.5%
H	500	1.8%
Other values (3)	1500	5.3%

	Air Quality	CO	Humidity	NO2	PM10	PM2.5	Population_Density	Proximity_to_Industrial_Areas	SO2	Temperature
Air Quality	1.000	0.751	0.411	0.541	0.321	0.240	0.437	0.636	0.528	0.520
CO	0.751	1.000	0.551	0.709	0.585	0.379	0.573	-0.772	0.688	0.689
Humidity	0.411	0.551	1.000	0.475	0.385	0.255	0.388	-0.487	0.443	0.452
NO2	0.541	0.709	0.475	1.000	0.485	0.314	0.486	-0.645	0.573	0.583
PM10	0.321	0.585	0.385	0.485	1.000	0.915	0.389	-0.530	0.473	0.476
PM2.5	0.240	0.379	0.255	0.314	0.915	1.000	0.250	-0.337	0.306	0.306
Population_Density	0.437	0.573	0.388	0.486	0.389	0.250	1.000	-0.506	0.455	0.460
Proximity_to_Industrial_Areas	0.636	-0.772	-0.487	-0.645	-0.530	-0.337	-0.506	1.000	-0.627	-0.628
SO2	0.528	0.688	0.443	0.573	0.473	0.306	0.455	-0.627	1.000	0.568
Temperature	0.520	0.689	0.452	0.583	0.476	0.306	0.460	-0.628	0.568	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	Temperature	Humidity	PM2.5	PM10	NO2	SO2	CO	Proximity_to_Industrial_Areas	Population_Density	Air Quality
0	29.8	59.1	5.2	17.9	18.9	9.2	1.72	6.3	319	Moderate
1	28.3	75.6	2.3	12.2	30.8	9.7	1.64	6.0	611	Moderate
2	23.1	74.7	26.7	33.8	24.4	12.6	1.63	5.2	619	Moderate
3	27.1	39.1	6.1	6.3	13.5	5.3	1.15	11.1	551	Good
4	26.5	70.7	6.9	16.0	21.9	5.6	1.01	12.7	303	Good
5	39.4	96.6	14.6	35.5	42.9	17.9	1.82	3.1	674	Hazardous
6	41.7	82.5	1.7	15.8	31.1	12.7	1.80	4.6	735	Poor
7	31.0	59.6	5.0	16.8	24.2	13.6	1.38	6.3	443	Moderate
8	29.4	93.8	10.3	22.7	45.1	11.8	2.03	5.4	486	Poor
9	33.2	80.5	11.1	24.4	32.0	15.3	1.69	4.9	535	Poor

	Temperature	Humidity	PM2.5	PM10	NO2	SO2	CO	Proximity_to_Industrial_Areas	Population_Density	Air Quality
4990	46.8	93.8	11.8	25.4	33.8	28.7	3.27	3.7	589	Hazardous
4991	31.8	80.2	22.4	34.1	29.7	4.9	1.22	9.4	580	Moderate
4992	29.8	56.7	6.8	14.0	23.0	4.5	1.10	11.4	567	Good
4993	34.9	77.7	32.3	47.1	17.4	11.5	1.63	8.8	541	Moderate
4994	31.1	61.0	27.1	31.1	13.0	3.8	0.98	13.4	278	Good
4995	40.6	74.1	116.0	126.7	45.5	25.7	2.11	2.8	765	Hazardous
4996	28.1	96.9	6.9	25.0	25.3	10.8	1.54	5.7	709	Moderate
4997	25.9	78.2	14.2	22.1	34.8	7.8	1.63	9.6	379	Moderate
4998	25.3	44.4	21.4	29.0	23.7	5.7	0.89	11.6	241	Good
4999	24.1	77.9	81.7	94.3	23.2	10.5	1.38	8.3	461	Moderate

Overview

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample